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Multi-Modal Learning

3194 directly classified papers

Papers per year

Papers

Two-Stream Network for Sign Language Recognition and Translation NIPS 2022
Learning Audio-Visual Dynamics Using Scene Graphs for Audio Source Separation NIPS 2022
Cross-Linked Unified Embedding for cross-modality representation learning NIPS 2022
CoupAlign: Coupling Word-Pixel with Sentence-Mask Alignments for Referring Image Segmentation NIPS 2022
Time-Conditioned Dances with Simplicial Complexes: Zigzag Filtration Curve based Supra-Hodge Convolution Networks for Time-series Forecasting NIPS 2022
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners NIPS 2022
Touch and Go: Learning from Human-Collected Vision and Touch NIPS 2022
MACK: Multimodal Aligned Conceptual Knowledge for Unpaired Image-text Matching NIPS 2022
Egocentric Video-Language Pretraining NIPS 2022
Fine-Grained Semantically Aligned Vision-Language Pre-Training NIPS 2022
Uncertainty Estimation for Multi-view Data: The Power of Seeing the Whole Picture NIPS 2022
Paraphrasing Is All You Need for Novel Object Captioning NIPS 2022
AVLEN: Audio-Visual-Language Embodied Navigation in 3D Environments NIPS 2022
OmniVL: One Foundation Model for Image-Language and Video-Language Tasks NIPS 2022
Divert More Attention to Vision-Language Tracking NIPS 2022
Sparse2Dense: Learning to Densify 3D Features for 3D Object Detection NIPS 2022
Towards Effective Multi-Modal Interchanges in Zero-Resource Sounding Object Localization NIPS 2022
Scaling Multimodal Pre-Training via Cross-Modality Gradient Harmonization NIPS 2022
PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining NIPS 2022
Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings NIPS 2022
OrdinalCLIP: Learning Rank Prompts for Language-Guided Ordinal Regression NIPS 2022
Multi-modal Grouping Network for Weakly-Supervised Audio-Visual Video Parsing NIPS 2022
Robustness Analysis of Video-Language Models Against Visual and Language Perturbations NIPS 2022
Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning NIPS 2022
Dense Interspecies Face Embedding NIPS 2022